Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 841 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 131.5 KiB |
| Average record size in memory | 160.2 B |
Variable types
| NUM | 19 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-08-25 01:04:47.548852 |
|---|---|
| Analysis finished | 2020-08-25 01:05:44.143611 |
| Duration | 56.59 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
have has 20 (2.4%) zeros | Zeros |
things has 387 (46.0%) zeros | Zeros |
been has 99 (11.8%) zeros | Zeros |
must has 144 (17.1%) zeros | Zeros |
may has 309 (36.7%) zeros | Zeros |
would has 61 (7.3%) zeros | Zeros |
any has 163 (19.4%) zeros | Zeros |
when has 15 (1.8%) zeros | Zeros |
its has 408 (48.5%) zeros | Zeros |
upon has 195 (23.2%) zeros | Zeros |
up has 97 (11.5%) zeros | Zeros |
| Distinct count | 31 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.971462544589775 |
|---|---|
| Minimum | 0.0 |
| Maximum | 34.0 |
| Zeros | 20 |
| Zeros (%) | 2.4% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 20 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.06348508 |
|---|---|
| Coefficient of variation (CV) | 0.6758636119 |
| Kurtosis | 0.2191858137 |
| Mean | 8.971462545 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.7437618519 |
| Sum | 7545 |
| Variance | 36.76585131 |
| Value | Count | Frequency (%) | |
| 2 | 62 | 7.4% | |
| 8 | 58 | 6.9% | |
| 3 | 58 | 6.9% | |
| 9 | 54 | 6.4% | |
| 6 | 53 | 6.3% | |
| 7 | 52 | 6.2% | |
| 4 | 50 | 5.9% | |
| 5 | 50 | 5.9% | |
| 11 | 44 | 5.2% | |
| 12 | 43 | 5.1% | |
| 1 | 43 | 5.1% | |
| 13 | 40 | 4.8% | |
| 14 | 33 | 3.9% | |
| 10 | 32 | 3.8% | |
| 17 | 29 | 3.4% | |
| 0 | 20 | 2.4% | |
| 15 | 20 | 2.4% | |
| 18 | 19 | 2.3% | |
| 20 | 16 | 1.9% | |
| 19 | 16 | 1.9% | |
| 16 | 16 | 1.9% | |
| 21 | 7 | 0.8% | |
| 24 | 5 | 0.6% | |
| 27 | 5 | 0.6% | |
| 25 | 4 | 0.5% | |
| Other values (6) | 12 | 1.4% |
| Value | Count | Frequency (%) | |
| 0 | 20 | 2.4% | |
| 1 | 43 | 5.1% | |
| 2 | 62 | 7.4% | |
| 3 | 58 | 6.9% | |
| 4 | 50 | 5.9% | |
| 5 | 50 | 5.9% | |
| 6 | 53 | 6.3% | |
| 7 | 52 | 6.2% | |
| 8 | 58 | 6.9% | |
| 9 | 54 | 6.4% |
| Value | Count | Frequency (%) | |
| 34 | 1 | 0.1% | |
| 29 | 1 | 0.1% | |
| 28 | 1 | 0.1% | |
| 27 | 5 | 0.6% | |
| 26 | 3 | 0.4% | |
| 25 | 4 | 0.5% | |
| 24 | 5 | 0.6% | |
| 23 | 2 | 0.2% | |
| 22 | 4 | 0.5% | |
| 21 | 7 | 0.8% |
a
Real number (ℝ≥0)
| Distinct count | 57 |
|---|---|
| Unique (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.634958382877528 |
|---|---|
| Minimum | 0.0 |
| Maximum | 63.0 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 24 |
| median | 30 |
| Q3 | 38 |
| 95-th percentile | 48 |
| Maximum | 63 |
| Range | 63 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.28226236 |
|---|---|
| Coefficient of variation (CV) | 0.3356382024 |
| Kurtosis | -0.1523053072 |
| Mean | 30.63495838 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.04070892061 |
| Sum | 25764 |
| Variance | 105.7249193 |
| Value | Count | Frequency (%) | |
| 30 | 46 | 5.5% | |
| 28 | 40 | 4.8% | |
| 33 | 39 | 4.6% | |
| 25 | 33 | 3.9% | |
| 29 | 33 | 3.9% | |
| 27 | 32 | 3.8% | |
| 31 | 31 | 3.7% | |
| 36 | 29 | 3.4% | |
| 35 | 27 | 3.2% | |
| 23 | 27 | 3.2% | |
| 24 | 27 | 3.2% | |
| 34 | 26 | 3.1% | |
| 40 | 25 | 3.0% | |
| 39 | 24 | 2.9% | |
| 26 | 23 | 2.7% | |
| 38 | 23 | 2.7% | |
| 22 | 22 | 2.6% | |
| 21 | 21 | 2.5% | |
| 32 | 20 | 2.4% | |
| 19 | 20 | 2.4% | |
| 41 | 19 | 2.3% | |
| 37 | 18 | 2.1% | |
| 20 | 18 | 2.1% | |
| 16 | 17 | 2.0% | |
| 46 | 17 | 2.0% | |
| Other values (32) | 184 | 21.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 4 | 2 | 0.2% | |
| 5 | 2 | 0.2% | |
| 6 | 4 | 0.5% | |
| 7 | 5 | 0.6% | |
| 8 | 3 | 0.4% | |
| 9 | 2 | 0.2% | |
| 10 | 3 | 0.4% | |
| 11 | 9 | 1.1% |
| Value | Count | Frequency (%) | |
| 63 | 1 | 0.1% | |
| 57 | 1 | 0.1% | |
| 56 | 1 | 0.1% | |
| 55 | 1 | 0.1% | |
| 54 | 2 | 0.2% | |
| 53 | 4 | 0.5% | |
| 52 | 2 | 0.2% | |
| 51 | 3 | 0.4% | |
| 50 | 13 | 1.5% | |
| 49 | 8 | 1.0% |
that
Real number (ℝ≥0)
| Distinct count | 38 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.80975029726516 |
|---|---|
| Minimum | 0.0 |
| Maximum | 50.0 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 15 |
| median | 19 |
| Q3 | 24 |
| 95-th percentile | 31 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.641281435 |
|---|---|
| Coefficient of variation (CV) | 0.3352531625 |
| Kurtosis | 1.243314799 |
| Mean | 19.8097503 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.7109821854 |
| Sum | 16660 |
| Variance | 44.1066191 |
| Value | Count | Frequency (%) | |
| 17 | 63 | 7.5% | |
| 21 | 59 | 7.0% | |
| 19 | 55 | 6.5% | |
| 16 | 54 | 6.4% | |
| 18 | 53 | 6.3% | |
| 14 | 49 | 5.8% | |
| 20 | 48 | 5.7% | |
| 22 | 43 | 5.1% | |
| 15 | 37 | 4.4% | |
| 24 | 35 | 4.2% | |
| 13 | 35 | 4.2% | |
| 26 | 35 | 4.2% | |
| 11 | 31 | 3.7% | |
| 12 | 26 | 3.1% | |
| 23 | 26 | 3.1% | |
| 28 | 25 | 3.0% | |
| 27 | 25 | 3.0% | |
| 25 | 24 | 2.9% | |
| 10 | 15 | 1.8% | |
| 30 | 15 | 1.8% | |
| 8 | 12 | 1.4% | |
| 33 | 10 | 1.2% | |
| 29 | 10 | 1.2% | |
| 31 | 10 | 1.2% | |
| 9 | 8 | 1.0% | |
| Other values (13) | 38 | 4.5% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 6 | 4 | 0.5% | |
| 8 | 12 | 1.4% | |
| 9 | 8 | 1.0% | |
| 10 | 15 | 1.8% | |
| 11 | 31 | 3.7% | |
| 12 | 26 | 3.1% | |
| 13 | 35 | 4.2% | |
| 14 | 49 | 5.8% | |
| 15 | 37 | 4.4% |
| Value | Count | Frequency (%) | |
| 50 | 2 | 0.2% | |
| 43 | 3 | 0.4% | |
| 42 | 2 | 0.2% | |
| 41 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 39 | 1 | 0.1% | |
| 37 | 3 | 0.4% | |
| 36 | 3 | 0.4% | |
| 35 | 3 | 0.4% | |
| 34 | 7 | 0.8% |
and
Real number (ℝ≥0)
| Distinct count | 83 |
|---|---|
| Unique (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.06896551724138 |
|---|---|
| Minimum | 5.0 |
| Maximum | 139.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 46 |
| median | 55 |
| Q3 | 67 |
| 95-th percentile | 83 |
| Maximum | 139 |
| Range | 134 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 15.69963603 |
|---|---|
| Coefficient of variation (CV) | 0.2750993624 |
| Kurtosis | 1.722195795 |
| Mean | 57.06896552 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.6969358299 |
| Sum | 47995 |
| Variance | 246.4785714 |
| Value | Count | Frequency (%) | |
| 46 | 27 | 3.2% | |
| 51 | 27 | 3.2% | |
| 58 | 27 | 3.2% | |
| 55 | 26 | 3.1% | |
| 45 | 26 | 3.1% | |
| 53 | 26 | 3.1% | |
| 44 | 25 | 3.0% | |
| 47 | 24 | 2.9% | |
| 54 | 23 | 2.7% | |
| 59 | 22 | 2.6% | |
| 61 | 22 | 2.6% | |
| 48 | 22 | 2.6% | |
| 56 | 21 | 2.5% | |
| 69 | 21 | 2.5% | |
| 43 | 21 | 2.5% | |
| 49 | 20 | 2.4% | |
| 50 | 19 | 2.3% | |
| 70 | 19 | 2.3% | |
| 57 | 19 | 2.3% | |
| 41 | 18 | 2.1% | |
| 52 | 16 | 1.9% | |
| 42 | 15 | 1.8% | |
| 65 | 15 | 1.8% | |
| 64 | 15 | 1.8% | |
| 60 | 15 | 1.8% | |
| Other values (58) | 310 | 36.9% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.1% | |
| 11 | 2 | 0.2% | |
| 12 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 25 | 3 | 0.4% | |
| 27 | 2 | 0.2% | |
| 28 | 2 | 0.2% | |
| 30 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 139 | 1 | 0.1% | |
| 131 | 1 | 0.1% | |
| 118 | 1 | 0.1% | |
| 116 | 1 | 0.1% | |
| 111 | 1 | 0.1% | |
| 107 | 1 | 0.1% | |
| 104 | 1 | 0.1% | |
| 102 | 1 | 0.1% | |
| 97 | 1 | 0.1% | |
| 96 | 4 | 0.5% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.995243757431629 |
|---|---|
| Minimum | 0.0 |
| Maximum | 11.0 |
| Zeros | 387 |
| Zeros (%) | 46.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.336297735 |
|---|---|
| Coefficient of variation (CV) | 1.342683865 |
| Kurtosis | 7.398807019 |
| Mean | 0.9952437574 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.20208195 |
| Sum | 837 |
| Variance | 1.785691637 |
| Value | Count | Frequency (%) | |
| 0 | 387 | 46.0% | |
| 1 | 254 | 30.2% | |
| 2 | 106 | 12.6% | |
| 3 | 51 | 6.1% | |
| 4 | 22 | 2.6% | |
| 6 | 11 | 1.3% | |
| 5 | 6 | 0.7% | |
| 8 | 2 | 0.2% | |
| 7 | 1 | 0.1% | |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 387 | 46.0% | |
| 1 | 254 | 30.2% | |
| 2 | 106 | 12.6% | |
| 3 | 51 | 6.1% | |
| 4 | 22 | 2.6% | |
| 5 | 6 | 0.7% | |
| 6 | 11 | 1.3% | |
| 7 | 1 | 0.1% | |
| 8 | 2 | 0.2% | |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.1% | |
| 8 | 2 | 0.2% | |
| 7 | 1 | 0.1% | |
| 6 | 11 | 1.3% | |
| 5 | 6 | 0.7% | |
| 4 | 22 | 2.6% | |
| 3 | 51 | 6.1% | |
| 2 | 106 | 12.6% | |
| 1 | 254 | 30.2% | |
| 0 | 387 | 46.0% |
for
Real number (ℝ≥0)
| Distinct count | 27 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.795481569560048 |
|---|---|
| Minimum | 3.0 |
| Maximum | 29.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 22 |
| Maximum | 29 |
| Range | 26 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.71810379 |
|---|---|
| Coefficient of variation (CV) | 0.3420035586 |
| Kurtosis | -0.1959505159 |
| Mean | 13.79548157 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2946826317 |
| Sum | 11602 |
| Variance | 22.26050337 |
| Value | Count | Frequency (%) | |
| 13 | 76 | 9.0% | |
| 12 | 73 | 8.7% | |
| 11 | 65 | 7.7% | |
| 15 | 62 | 7.4% | |
| 14 | 61 | 7.3% | |
| 10 | 57 | 6.8% | |
| 17 | 53 | 6.3% | |
| 16 | 52 | 6.2% | |
| 18 | 44 | 5.2% | |
| 9 | 43 | 5.1% | |
| 8 | 42 | 5.0% | |
| 19 | 38 | 4.5% | |
| 7 | 33 | 3.9% | |
| 20 | 29 | 3.4% | |
| 21 | 23 | 2.7% | |
| 6 | 19 | 2.3% | |
| 22 | 18 | 2.1% | |
| 23 | 13 | 1.5% | |
| 5 | 9 | 1.1% | |
| 25 | 8 | 1.0% | |
| 4 | 6 | 0.7% | |
| 3 | 5 | 0.6% | |
| 24 | 5 | 0.6% | |
| 28 | 3 | 0.4% | |
| 26 | 2 | 0.2% | |
| Other values (2) | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 3 | 5 | 0.6% | |
| 4 | 6 | 0.7% | |
| 5 | 9 | 1.1% | |
| 6 | 19 | 2.3% | |
| 7 | 33 | 3.9% | |
| 8 | 42 | 5.0% | |
| 9 | 43 | 5.1% | |
| 10 | 57 | 6.8% | |
| 11 | 65 | 7.7% | |
| 12 | 73 | 8.7% |
| Value | Count | Frequency (%) | |
| 29 | 1 | 0.1% | |
| 28 | 3 | 0.4% | |
| 27 | 1 | 0.1% | |
| 26 | 2 | 0.2% | |
| 25 | 8 | 1.0% | |
| 24 | 5 | 0.6% | |
| 23 | 13 | 1.5% | |
| 22 | 18 | 2.1% | |
| 21 | 23 | 2.7% | |
| 20 | 29 | 3.4% |
| Distinct count | 24 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.613555291319857 |
|---|---|
| Minimum | 0.0 |
| Maximum | 27.0 |
| Zeros | 99 |
| Zeros (%) | 11.8% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.983508484 |
|---|---|
| Coefficient of variation (CV) | 0.8634357308 |
| Kurtosis | 2.833087817 |
| Mean | 4.613555291 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.369467229 |
| Sum | 3880 |
| Variance | 15.86833984 |
| Value | Count | Frequency (%) | |
| 2 | 104 | 12.4% | |
| 1 | 103 | 12.2% | |
| 0 | 99 | 11.8% | |
| 3 | 94 | 11.2% | |
| 5 | 81 | 9.6% | |
| 4 | 80 | 9.5% | |
| 8 | 55 | 6.5% | |
| 6 | 50 | 5.9% | |
| 7 | 48 | 5.7% | |
| 9 | 41 | 4.9% | |
| 10 | 22 | 2.6% | |
| 11 | 19 | 2.3% | |
| 12 | 12 | 1.4% | |
| 13 | 9 | 1.1% | |
| 17 | 5 | 0.6% | |
| 16 | 4 | 0.5% | |
| 18 | 3 | 0.4% | |
| 14 | 3 | 0.4% | |
| 21 | 2 | 0.2% | |
| 22 | 2 | 0.2% | |
| 15 | 2 | 0.2% | |
| 27 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 19 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 99 | 11.8% | |
| 1 | 103 | 12.2% | |
| 2 | 104 | 12.4% | |
| 3 | 94 | 11.2% | |
| 4 | 80 | 9.5% | |
| 5 | 81 | 9.6% | |
| 6 | 50 | 5.9% | |
| 7 | 48 | 5.7% | |
| 8 | 55 | 6.5% | |
| 9 | 41 | 4.9% |
| Value | Count | Frequency (%) | |
| 27 | 1 | 0.1% | |
| 22 | 2 | 0.2% | |
| 21 | 2 | 0.2% | |
| 20 | 1 | 0.1% | |
| 19 | 1 | 0.1% | |
| 18 | 3 | 0.4% | |
| 17 | 5 | 0.6% | |
| 16 | 4 | 0.5% | |
| 15 | 2 | 0.2% | |
| 14 | 3 | 0.4% |
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1438763376932224 |
|---|---|
| Minimum | 0.0 |
| Maximum | 21.0 |
| Zeros | 144 |
| Zeros (%) | 17.1% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.804246559 |
|---|---|
| Coefficient of variation (CV) | 0.8919710123 |
| Kurtosis | 2.417975373 |
| Mean | 3.143876338 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.256047889 |
| Sum | 2644 |
| Variance | 7.863798766 |
| Value | Count | Frequency (%) | |
| 2 | 160 | 19.0% | |
| 0 | 144 | 17.1% | |
| 1 | 129 | 15.3% | |
| 3 | 102 | 12.1% | |
| 4 | 79 | 9.4% | |
| 5 | 70 | 8.3% | |
| 6 | 52 | 6.2% | |
| 7 | 35 | 4.2% | |
| 8 | 24 | 2.9% | |
| 9 | 23 | 2.7% | |
| 10 | 9 | 1.1% | |
| 11 | 7 | 0.8% | |
| 13 | 3 | 0.4% | |
| 14 | 2 | 0.2% | |
| 21 | 1 | 0.1% | |
| 12 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 144 | 17.1% | |
| 1 | 129 | 15.3% | |
| 2 | 160 | 19.0% | |
| 3 | 102 | 12.1% | |
| 4 | 79 | 9.4% | |
| 5 | 70 | 8.3% | |
| 6 | 52 | 6.2% | |
| 7 | 35 | 4.2% | |
| 8 | 24 | 2.9% | |
| 9 | 23 | 2.7% |
| Value | Count | Frequency (%) | |
| 21 | 1 | 0.1% | |
| 14 | 2 | 0.2% | |
| 13 | 3 | 0.4% | |
| 12 | 1 | 0.1% | |
| 11 | 7 | 0.8% | |
| 10 | 9 | 1.1% | |
| 9 | 23 | 2.7% | |
| 8 | 24 | 2.9% | |
| 7 | 35 | 4.2% | |
| 6 | 52 | 6.2% |
so
Real number (ℝ≥0)
| Distinct count | 24 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.03448275862069 |
|---|---|
| Minimum | 0.0 |
| Maximum | 29.0 |
| Zeros | 4 |
| Zeros (%) | 0.5% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.133198923 |
|---|---|
| Coefficient of variation (CV) | 0.5144324839 |
| Kurtosis | 0.5262001173 |
| Mean | 8.034482759 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.6102799766 |
| Sum | 6757 |
| Variance | 17.08333333 |
| Value | Count | Frequency (%) | |
| 7 | 84 | 10.0% | |
| 8 | 84 | 10.0% | |
| 5 | 80 | 9.5% | |
| 9 | 75 | 8.9% | |
| 6 | 64 | 7.6% | |
| 10 | 62 | 7.4% | |
| 4 | 58 | 6.9% | |
| 3 | 56 | 6.7% | |
| 11 | 51 | 6.1% | |
| 2 | 44 | 5.2% | |
| 12 | 40 | 4.8% | |
| 14 | 36 | 4.3% | |
| 13 | 30 | 3.6% | |
| 15 | 18 | 2.1% | |
| 1 | 15 | 1.8% | |
| 16 | 14 | 1.7% | |
| 17 | 10 | 1.2% | |
| 19 | 6 | 0.7% | |
| 18 | 6 | 0.7% | |
| 0 | 4 | 0.5% | |
| 20 | 1 | 0.1% | |
| 29 | 1 | 0.1% | |
| 22 | 1 | 0.1% | |
| 23 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.5% | |
| 1 | 15 | 1.8% | |
| 2 | 44 | 5.2% | |
| 3 | 56 | 6.7% | |
| 4 | 58 | 6.9% | |
| 5 | 80 | 9.5% | |
| 6 | 64 | 7.6% | |
| 7 | 84 | 10.0% | |
| 8 | 84 | 10.0% | |
| 9 | 75 | 8.9% |
| Value | Count | Frequency (%) | |
| 29 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 22 | 1 | 0.1% | |
| 20 | 1 | 0.1% | |
| 19 | 6 | 0.7% | |
| 18 | 6 | 0.7% | |
| 17 | 10 | 1.2% | |
| 16 | 14 | 1.7% | |
| 15 | 18 | 2.1% | |
| 14 | 36 | 4.3% |
by
Real number (ℝ≥0)
| Distinct count | 21 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.764565992865636 |
|---|---|
| Minimum | 0.0 |
| Maximum | 23.0 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 14 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.573944078 |
|---|---|
| Coefficient of variation (CV) | 0.4602889693 |
| Kurtosis | 0.03830008294 |
| Mean | 7.764565993 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.3729486519 |
| Sum | 6530 |
| Variance | 12.77307627 |
| Value | Count | Frequency (%) | |
| 6 | 97 | 11.5% | |
| 8 | 96 | 11.4% | |
| 7 | 86 | 10.2% | |
| 10 | 76 | 9.0% | |
| 5 | 74 | 8.8% | |
| 9 | 65 | 7.7% | |
| 11 | 59 | 7.0% | |
| 4 | 58 | 6.9% | |
| 3 | 50 | 5.9% | |
| 12 | 44 | 5.2% | |
| 2 | 35 | 4.2% | |
| 13 | 33 | 3.9% | |
| 14 | 22 | 2.6% | |
| 15 | 15 | 1.8% | |
| 1 | 11 | 1.3% | |
| 16 | 6 | 0.7% | |
| 0 | 5 | 0.6% | |
| 17 | 5 | 0.6% | |
| 18 | 2 | 0.2% | |
| 23 | 1 | 0.1% | |
| 21 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.6% | |
| 1 | 11 | 1.3% | |
| 2 | 35 | 4.2% | |
| 3 | 50 | 5.9% | |
| 4 | 58 | 6.9% | |
| 5 | 74 | 8.8% | |
| 6 | 97 | 11.5% | |
| 7 | 86 | 10.2% | |
| 8 | 96 | 11.4% | |
| 9 | 65 | 7.7% |
| Value | Count | Frequency (%) | |
| 23 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 18 | 2 | 0.2% | |
| 17 | 5 | 0.6% | |
| 16 | 6 | 0.7% | |
| 15 | 15 | 1.8% | |
| 14 | 22 | 2.6% | |
| 13 | 33 | 3.9% | |
| 12 | 44 | 5.2% | |
| 11 | 59 | 7.0% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.868014268727705 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15.0 |
| Zeros | 309 |
| Zeros (%) | 36.7% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.129260319 |
|---|---|
| Coefficient of variation (CV) | 1.139852278 |
| Kurtosis | 2.263490082 |
| Mean | 1.868014269 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.372226368 |
| Sum | 1571 |
| Variance | 4.533749505 |
| Value | Count | Frequency (%) | |
| 0 | 309 | 36.7% | |
| 1 | 153 | 18.2% | |
| 2 | 118 | 14.0% | |
| 3 | 91 | 10.8% | |
| 4 | 70 | 8.3% | |
| 6 | 39 | 4.6% | |
| 5 | 32 | 3.8% | |
| 7 | 13 | 1.5% | |
| 9 | 9 | 1.1% | |
| 8 | 6 | 0.7% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 309 | 36.7% | |
| 1 | 153 | 18.2% | |
| 2 | 118 | 14.0% | |
| 3 | 91 | 10.8% | |
| 4 | 70 | 8.3% | |
| 5 | 32 | 3.8% | |
| 6 | 39 | 4.6% | |
| 7 | 13 | 1.5% | |
| 8 | 6 | 0.7% | |
| 9 | 9 | 1.1% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.1% | |
| 9 | 9 | 1.1% | |
| 8 | 6 | 0.7% | |
| 7 | 13 | 1.5% | |
| 6 | 39 | 4.6% | |
| 5 | 32 | 3.8% | |
| 4 | 70 | 8.3% | |
| 3 | 91 | 10.8% | |
| 2 | 118 | 14.0% | |
| 1 | 153 | 18.2% |
be
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.374554102259216 |
|---|---|
| Minimum | 0.0 |
| Maximum | 49.0 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11 |
| Q3 | 17 |
| 95-th percentile | 27 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.78376022 |
|---|---|
| Coefficient of variation (CV) | 0.6290133896 |
| Kurtosis | 0.3692499571 |
| Mean | 12.3745541 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.737222886 |
| Sum | 10407 |
| Variance | 60.58692316 |
| Value | Count | Frequency (%) | |
| 6 | 50 | 5.9% | |
| 7 | 47 | 5.6% | |
| 5 | 46 | 5.5% | |
| 4 | 45 | 5.4% | |
| 8 | 41 | 4.9% | |
| 17 | 40 | 4.8% | |
| 13 | 39 | 4.6% | |
| 9 | 38 | 4.5% | |
| 16 | 37 | 4.4% | |
| 15 | 36 | 4.3% | |
| 3 | 36 | 4.3% | |
| 10 | 34 | 4.0% | |
| 12 | 32 | 3.8% | |
| 11 | 32 | 3.8% | |
| 18 | 32 | 3.8% | |
| 2 | 31 | 3.7% | |
| 14 | 30 | 3.6% | |
| 19 | 25 | 3.0% | |
| 21 | 20 | 2.4% | |
| 1 | 20 | 2.4% | |
| 22 | 19 | 2.3% | |
| 24 | 16 | 1.9% | |
| 20 | 15 | 1.8% | |
| 23 | 12 | 1.4% | |
| 26 | 10 | 1.2% | |
| Other values (14) | 58 | 6.9% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.6% | |
| 1 | 20 | 2.4% | |
| 2 | 31 | 3.7% | |
| 3 | 36 | 4.3% | |
| 4 | 45 | 5.4% | |
| 5 | 46 | 5.5% | |
| 6 | 50 | 5.9% | |
| 7 | 47 | 5.6% | |
| 8 | 41 | 4.9% | |
| 9 | 38 | 4.5% |
| Value | Count | Frequency (%) | |
| 49 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 37 | 1 | 0.1% | |
| 35 | 1 | 0.1% | |
| 34 | 3 | 0.4% | |
| 33 | 4 | 0.5% | |
| 32 | 2 | 0.2% | |
| 31 | 7 | 0.8% | |
| 30 | 2 | 0.2% | |
| 29 | 8 | 1.0% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.969084423305588 |
|---|---|
| Minimum | 0.0 |
| Maximum | 25.0 |
| Zeros | 61 |
| Zeros (%) | 7.3% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.926284472 |
|---|---|
| Coefficient of variation (CV) | 0.7901424362 |
| Kurtosis | 2.079169803 |
| Mean | 4.969084423 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.250342494 |
| Sum | 4179 |
| Variance | 15.41570976 |
| Value | Count | Frequency (%) | |
| 2 | 102 | 12.1% | |
| 3 | 100 | 11.9% | |
| 1 | 97 | 11.5% | |
| 4 | 85 | 10.1% | |
| 5 | 85 | 10.1% | |
| 6 | 72 | 8.6% | |
| 0 | 61 | 7.3% | |
| 7 | 55 | 6.5% | |
| 8 | 50 | 5.9% | |
| 9 | 34 | 4.0% | |
| 10 | 29 | 3.4% | |
| 13 | 14 | 1.7% | |
| 12 | 13 | 1.5% | |
| 11 | 12 | 1.4% | |
| 16 | 7 | 0.8% | |
| 14 | 7 | 0.8% | |
| 15 | 6 | 0.7% | |
| 18 | 4 | 0.5% | |
| 17 | 3 | 0.4% | |
| 19 | 2 | 0.2% | |
| 25 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 23 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 61 | 7.3% | |
| 1 | 97 | 11.5% | |
| 2 | 102 | 12.1% | |
| 3 | 100 | 11.9% | |
| 4 | 85 | 10.1% | |
| 5 | 85 | 10.1% | |
| 6 | 72 | 8.6% | |
| 7 | 55 | 6.5% | |
| 8 | 50 | 5.9% | |
| 9 | 34 | 4.0% |
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 19 | 2 | 0.2% | |
| 18 | 4 | 0.5% | |
| 17 | 3 | 0.4% | |
| 16 | 7 | 0.8% | |
| 15 | 6 | 0.7% | |
| 14 | 7 | 0.8% | |
| 13 | 14 | 1.7% |
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.858501783590963 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15.0 |
| Zeros | 163 |
| Zeros (%) | 19.4% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.715511377 |
|---|---|
| Coefficient of variation (CV) | 0.9499771498 |
| Kurtosis | 1.733116915 |
| Mean | 2.858501784 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.290724876 |
| Sum | 2404 |
| Variance | 7.374002038 |
| Value | Count | Frequency (%) | |
| 0 | 163 | 19.4% | |
| 1 | 162 | 19.3% | |
| 2 | 142 | 16.9% | |
| 3 | 102 | 12.1% | |
| 4 | 87 | 10.3% | |
| 5 | 51 | 6.1% | |
| 6 | 43 | 5.1% | |
| 7 | 31 | 3.7% | |
| 8 | 22 | 2.6% | |
| 9 | 14 | 1.7% | |
| 10 | 11 | 1.3% | |
| 11 | 5 | 0.6% | |
| 13 | 4 | 0.5% | |
| 14 | 2 | 0.2% | |
| 12 | 1 | 0.1% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 163 | 19.4% | |
| 1 | 162 | 19.3% | |
| 2 | 142 | 16.9% | |
| 3 | 102 | 12.1% | |
| 4 | 87 | 10.3% | |
| 5 | 51 | 6.1% | |
| 6 | 43 | 5.1% | |
| 7 | 31 | 3.7% | |
| 8 | 22 | 2.6% | |
| 9 | 14 | 1.7% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.1% | |
| 14 | 2 | 0.2% | |
| 13 | 4 | 0.5% | |
| 12 | 1 | 0.1% | |
| 11 | 5 | 0.6% | |
| 10 | 11 | 1.3% | |
| 9 | 14 | 1.7% | |
| 8 | 22 | 2.6% | |
| 7 | 31 | 3.7% | |
| 6 | 43 | 5.1% |
| Distinct count | 16 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.78359096313912 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15.0 |
| Zeros | 15 |
| Zeros (%) | 1.8% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.716048766 |
|---|---|
| Coefficient of variation (CV) | 0.5677844922 |
| Kurtosis | 0.5502863368 |
| Mean | 4.783590963 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.7745870244 |
| Sum | 4023 |
| Variance | 7.376920899 |
| Value | Count | Frequency (%) | |
| 4 | 143 | 17.0% | |
| 3 | 125 | 14.9% | |
| 5 | 113 | 13.4% | |
| 2 | 101 | 12.0% | |
| 6 | 87 | 10.3% | |
| 7 | 67 | 8.0% | |
| 1 | 57 | 6.8% | |
| 8 | 49 | 5.8% | |
| 9 | 33 | 3.9% | |
| 10 | 23 | 2.7% | |
| 0 | 15 | 1.8% | |
| 11 | 10 | 1.2% | |
| 12 | 8 | 1.0% | |
| 13 | 6 | 0.7% | |
| 15 | 2 | 0.2% | |
| 14 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 15 | 1.8% | |
| 1 | 57 | 6.8% | |
| 2 | 101 | 12.0% | |
| 3 | 125 | 14.9% | |
| 4 | 143 | 17.0% | |
| 5 | 113 | 13.4% | |
| 6 | 87 | 10.3% | |
| 7 | 67 | 8.0% | |
| 8 | 49 | 5.8% | |
| 9 | 33 | 3.9% |
| Value | Count | Frequency (%) | |
| 15 | 2 | 0.2% | |
| 14 | 2 | 0.2% | |
| 13 | 6 | 0.7% | |
| 12 | 8 | 1.0% | |
| 11 | 10 | 1.2% | |
| 10 | 23 | 2.7% | |
| 9 | 33 | 3.9% | |
| 8 | 49 | 5.8% | |
| 7 | 67 | 8.0% | |
| 6 | 87 | 10.3% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.197384066587396 |
|---|---|
| Minimum | 0.0 |
| Maximum | 13.0 |
| Zeros | 408 |
| Zeros (%) | 48.5% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.701272019 |
|---|---|
| Coefficient of variation (CV) | 1.420824 |
| Kurtosis | 6.610487231 |
| Mean | 1.197384067 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.14423458 |
| Sum | 1007 |
| Variance | 2.894326482 |
| Value | Count | Frequency (%) | |
| 0 | 408 | 48.5% | |
| 1 | 186 | 22.1% | |
| 2 | 105 | 12.5% | |
| 3 | 58 | 6.9% | |
| 4 | 37 | 4.4% | |
| 5 | 22 | 2.6% | |
| 6 | 14 | 1.7% | |
| 7 | 4 | 0.5% | |
| 8 | 3 | 0.4% | |
| 9 | 2 | 0.2% | |
| 13 | 1 | 0.1% | |
| 12 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 408 | 48.5% | |
| 1 | 186 | 22.1% | |
| 2 | 105 | 12.5% | |
| 3 | 58 | 6.9% | |
| 4 | 37 | 4.4% | |
| 5 | 22 | 2.6% | |
| 6 | 14 | 1.7% | |
| 7 | 4 | 0.5% | |
| 8 | 3 | 0.4% | |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 13 | 1 | 0.1% | |
| 12 | 1 | 0.1% | |
| 9 | 2 | 0.2% | |
| 8 | 3 | 0.4% | |
| 7 | 4 | 0.5% | |
| 6 | 14 | 1.7% | |
| 5 | 22 | 2.6% | |
| 4 | 37 | 4.4% | |
| 3 | 58 | 6.9% | |
| 2 | 105 | 12.5% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.126040428061831 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 195 |
| Zeros (%) | 23.2% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.078415065 |
|---|---|
| Coefficient of variation (CV) | 0.9775990324 |
| Kurtosis | 1.41630786 |
| Mean | 2.126040428 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.262147322 |
| Sum | 1788 |
| Variance | 4.319809184 |
| Value | Count | Frequency (%) | |
| 1 | 212 | 25.2% | |
| 0 | 195 | 23.2% | |
| 2 | 166 | 19.7% | |
| 3 | 87 | 10.3% | |
| 4 | 65 | 7.7% | |
| 5 | 45 | 5.4% | |
| 6 | 33 | 3.9% | |
| 7 | 21 | 2.5% | |
| 10 | 6 | 0.7% | |
| 8 | 6 | 0.7% | |
| 9 | 5 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 195 | 23.2% | |
| 1 | 212 | 25.2% | |
| 2 | 166 | 19.7% | |
| 3 | 87 | 10.3% | |
| 4 | 65 | 7.7% | |
| 5 | 45 | 5.4% | |
| 6 | 33 | 3.9% | |
| 7 | 21 | 2.5% | |
| 8 | 6 | 0.7% | |
| 9 | 5 | 0.6% |
| Value | Count | Frequency (%) | |
| 10 | 6 | 0.7% | |
| 9 | 5 | 0.6% | |
| 8 | 6 | 0.7% | |
| 7 | 21 | 2.5% | |
| 6 | 33 | 3.9% | |
| 5 | 45 | 5.4% | |
| 4 | 65 | 7.7% | |
| 3 | 87 | 10.3% | |
| 2 | 166 | 19.7% | |
| 1 | 212 | 25.2% |
no
Real number (ℝ≥0)
| Distinct count | 23 |
|---|---|
| Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.414982164090369 |
|---|---|
| Minimum | 0.0 |
| Maximum | 25.0 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.398559083 |
|---|---|
| Coefficient of variation (CV) | 0.5297846503 |
| Kurtosis | 1.985755354 |
| Mean | 6.414982164 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.9565048387 |
| Sum | 5395 |
| Variance | 11.55020384 |
| Value | Count | Frequency (%) | |
| 4 | 114 | 13.6% | |
| 6 | 101 | 12.0% | |
| 5 | 96 | 11.4% | |
| 3 | 82 | 9.8% | |
| 8 | 79 | 9.4% | |
| 7 | 78 | 9.3% | |
| 9 | 61 | 7.3% | |
| 10 | 56 | 6.7% | |
| 2 | 49 | 5.8% | |
| 11 | 33 | 3.9% | |
| 1 | 31 | 3.7% | |
| 12 | 21 | 2.5% | |
| 13 | 14 | 1.7% | |
| 14 | 8 | 1.0% | |
| 16 | 5 | 0.6% | |
| 15 | 4 | 0.5% | |
| 18 | 2 | 0.2% | |
| 0 | 2 | 0.2% | |
| 17 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 22 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 19 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 1 | 31 | 3.7% | |
| 2 | 49 | 5.8% | |
| 3 | 82 | 9.8% | |
| 4 | 114 | 13.6% | |
| 5 | 96 | 11.4% | |
| 6 | 101 | 12.0% | |
| 7 | 78 | 9.3% | |
| 8 | 79 | 9.4% | |
| 9 | 61 | 7.3% |
| Value | Count | Frequency (%) | |
| 25 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 22 | 1 | 0.1% | |
| 19 | 1 | 0.1% | |
| 18 | 2 | 0.2% | |
| 17 | 1 | 0.1% | |
| 16 | 5 | 0.6% | |
| 15 | 4 | 0.5% | |
| 14 | 8 | 1.0% | |
| 13 | 14 | 1.7% |
| Distinct count | 14 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9750297265160524 |
|---|---|
| Minimum | 0.0 |
| Maximum | 13.0 |
| Zeros | 97 |
| Zeros (%) | 11.5% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.519087993 |
|---|---|
| Coefficient of variation (CV) | 0.8467438057 |
| Kurtosis | 1.86025251 |
| Mean | 2.975029727 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.329823697 |
| Sum | 2502 |
| Variance | 6.345804315 |
| Value | Count | Frequency (%) | |
| 2 | 178 | 21.2% | |
| 1 | 171 | 20.3% | |
| 3 | 122 | 14.5% | |
| 4 | 101 | 12.0% | |
| 0 | 97 | 11.5% | |
| 5 | 51 | 6.1% | |
| 6 | 39 | 4.6% | |
| 7 | 28 | 3.3% | |
| 8 | 15 | 1.8% | |
| 9 | 14 | 1.7% | |
| 10 | 11 | 1.3% | |
| 11 | 8 | 1.0% | |
| 13 | 4 | 0.5% | |
| 12 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 97 | 11.5% | |
| 1 | 171 | 20.3% | |
| 2 | 178 | 21.2% | |
| 3 | 122 | 14.5% | |
| 4 | 101 | 12.0% | |
| 5 | 51 | 6.1% | |
| 6 | 39 | 4.6% | |
| 7 | 28 | 3.3% | |
| 8 | 15 | 1.8% | |
| 9 | 14 | 1.7% |
| Value | Count | Frequency (%) | |
| 13 | 4 | 0.5% | |
| 12 | 2 | 0.2% | |
| 11 | 8 | 1.0% | |
| 10 | 11 | 1.3% | |
| 9 | 14 | 1.7% | |
| 8 | 15 | 1.8% | |
| 7 | 28 | 3.3% | |
| 6 | 39 | 4.6% | |
| 5 | 51 | 6.1% | |
| 4 | 101 | 12.0% |
target
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | |
| 3 | |
| 2 | 55 |
| Value | Count | Frequency (%) | |
| 0 | 317 | 37.7% | |
| 1 | 296 | 35.2% | |
| 3 | 173 | 20.6% | |
| 2 | 55 | 6.5% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 317 | 37.7% | |
| 1 | 296 | 35.2% | |
| 3 | 173 | 20.6% | |
| 2 | 55 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 841 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 317 | 37.7% | |
| 1 | 296 | 35.2% | |
| 3 | 173 | 20.6% | |
| 2 | 55 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 841 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 317 | 37.7% | |
| 1 | 296 | 35.2% | |
| 3 | 173 | 20.6% | |
| 2 | 55 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 841 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 317 | 37.7% | |
| 1 | 296 | 35.2% | |
| 3 | 173 | 20.6% | |
| 2 | 55 | 6.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| have | a | that | and | things | for | been | must | so | by | may | be | would | any | when | its | upon | no | up | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6.0 | 46.0 | 17.0 | 66.0 | 1.0 | 21.0 | 4.0 | 5.0 | 7.0 | 8.0 | 2.0 | 13.0 | 1.0 | 9.0 | 5.0 | 1.0 | 3.0 | 10.0 | 2.0 | 0 |
| 1 | 6.0 | 35.0 | 17.0 | 44.0 | 0.0 | 14.0 | 3.0 | 4.0 | 11.0 | 14.0 | 1.0 | 9.0 | 8.0 | 4.0 | 7.0 | 1.0 | 1.0 | 10.0 | 1.0 | 0 |
| 2 | 20.0 | 46.0 | 10.0 | 40.0 | 1.0 | 15.0 | 11.0 | 4.0 | 10.0 | 13.0 | 3.0 | 23.0 | 3.0 | 1.0 | 4.0 | 1.0 | 1.0 | 6.0 | 1.0 | 0 |
| 3 | 4.0 | 40.0 | 16.0 | 64.0 | 1.0 | 20.0 | 7.0 | 1.0 | 7.0 | 6.0 | 0.0 | 20.0 | 4.0 | 3.0 | 6.0 | 3.0 | 1.0 | 7.0 | 1.0 | 0 |
| 4 | 19.0 | 29.0 | 13.0 | 52.0 | 1.0 | 17.0 | 12.0 | 6.0 | 12.0 | 9.0 | 0.0 | 16.0 | 10.0 | 5.0 | 4.0 | 5.0 | 1.0 | 8.0 | 3.0 | 0 |
| 5 | 15.0 | 27.0 | 23.0 | 42.0 | 0.0 | 9.0 | 6.0 | 4.0 | 13.0 | 12.0 | 3.0 | 12.0 | 4.0 | 2.0 | 1.0 | 0.0 | 1.0 | 5.0 | 4.0 | 0 |
| 6 | 13.0 | 34.0 | 21.0 | 44.0 | 2.0 | 14.0 | 5.0 | 5.0 | 13.0 | 9.0 | 0.0 | 11.0 | 6.0 | 2.0 | 4.0 | 2.0 | 2.0 | 9.0 | 4.0 | 0 |
| 7 | 2.0 | 38.0 | 15.0 | 67.0 | 1.0 | 15.0 | 4.0 | 4.0 | 9.0 | 13.0 | 2.0 | 21.0 | 3.0 | 3.0 | 3.0 | 0.0 | 0.0 | 2.0 | 4.0 | 0 |
| 8 | 15.0 | 34.0 | 13.0 | 50.0 | 0.0 | 14.0 | 6.0 | 1.0 | 13.0 | 10.0 | 1.0 | 7.0 | 12.0 | 2.0 | 7.0 | 1.0 | 2.0 | 4.0 | 3.0 | 0 |
| 9 | 7.0 | 54.0 | 18.0 | 44.0 | 1.0 | 15.0 | 2.0 | 2.0 | 8.0 | 8.0 | 1.0 | 14.0 | 6.0 | 4.0 | 1.0 | 6.0 | 3.0 | 8.0 | 2.0 | 0 |
Last rows
| have | a | that | and | things | for | been | must | so | by | may | be | would | any | when | its | upon | no | up | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 831 | 6.0 | 46.0 | 28.0 | 43.0 | 0.0 | 26.0 | 3.0 | 2.0 | 14.0 | 8.0 | 5.0 | 6.0 | 2.0 | 1.0 | 4.0 | 0.0 | 2.0 | 4.0 | 2.0 | 3 |
| 832 | 9.0 | 48.0 | 21.0 | 45.0 | 0.0 | 11.0 | 1.0 | 4.0 | 8.0 | 5.0 | 3.0 | 20.0 | 6.0 | 5.0 | 8.0 | 0.0 | 4.0 | 8.0 | 3.0 | 3 |
| 833 | 5.0 | 39.0 | 26.0 | 38.0 | 0.0 | 23.0 | 2.0 | 2.0 | 8.0 | 12.0 | 3.0 | 15.0 | 2.0 | 3.0 | 2.0 | 0.0 | 1.0 | 6.0 | 4.0 | 3 |
| 834 | 8.0 | 22.0 | 30.0 | 47.0 | 0.0 | 14.0 | 0.0 | 2.0 | 7.0 | 1.0 | 4.0 | 15.0 | 6.0 | 0.0 | 6.0 | 0.0 | 4.0 | 9.0 | 2.0 | 3 |
| 835 | 9.0 | 28.0 | 23.0 | 45.0 | 1.0 | 8.0 | 1.0 | 2.0 | 13.0 | 6.0 | 7.0 | 17.0 | 3.0 | 0.0 | 2.0 | 0.0 | 4.0 | 10.0 | 6.0 | 3 |
| 836 | 12.0 | 32.0 | 27.0 | 33.0 | 0.0 | 20.0 | 1.0 | 3.0 | 16.0 | 5.0 | 3.0 | 18.0 | 5.0 | 0.0 | 2.0 | 0.0 | 3.0 | 7.0 | 2.0 | 3 |
| 837 | 9.0 | 16.0 | 22.0 | 49.0 | 2.0 | 12.0 | 1.0 | 4.0 | 14.0 | 10.0 | 9.0 | 24.0 | 2.0 | 1.0 | 5.0 | 0.0 | 0.0 | 9.0 | 3.0 | 3 |
| 838 | 11.0 | 22.0 | 16.0 | 48.0 | 3.0 | 24.0 | 4.0 | 3.0 | 8.0 | 5.0 | 2.0 | 13.0 | 1.0 | 0.0 | 2.0 | 0.0 | 5.0 | 6.0 | 13.0 | 3 |
| 839 | 5.0 | 25.0 | 17.0 | 59.0 | 0.0 | 14.0 | 0.0 | 4.0 | 8.0 | 7.0 | 4.0 | 13.0 | 4.0 | 3.0 | 2.0 | 0.0 | 3.0 | 11.0 | 5.0 | 3 |
| 840 | 4.0 | 26.0 | 22.0 | 62.0 | 0.0 | 13.0 | 3.0 | 2.0 | 9.0 | 4.0 | 1.0 | 15.0 | 0.0 | 0.0 | 2.0 | 0.0 | 6.0 | 4.0 | 5.0 | 3 |